Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "170"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 170 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 225 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 218 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_31149/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 170, Node 15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 102.363947 103.658876 inf inf 32.656509 31.302299 89.600472 95.464980 nan nan nan 0.000000 0.000000
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.074959 2.538877 24.274150 17.019897 17.034690 14.288913 8.028395 4.024901 0.6562 0.6656 0.3230 4.883531 4.671862
2459592 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.237675 3.357189 56.198002 52.643698 8.428627 18.415167 -1.331755 1.803612 0.7343 0.7636 0.4033 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.878504 3.350739 28.286964 19.980374 14.801907 11.026227 -1.188638 0.049754 0.6265 0.6487 0.4033 4.231849 4.105615
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 361.315361 361.601119 inf inf 31.419905 36.301011 212.635115 207.545223 nan nan nan 0.000000 0.000000
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 338.397506 339.154027 inf inf 56.363633 59.067387 424.108781 432.229856 nan nan nan 0.000000 0.000000
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 225.663728 226.363328 inf inf 23.396582 27.110528 19.135656 16.707727 nan nan nan 0.000000 0.000000
2459587 digital_ok 100.00% - - - 100.00% 0.00% 7.317546 4.090002 40.144431 29.032245 2.533847 2.556894 -0.487913 -1.295753 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.717593 0.680739 3.261871 1.228178 6.198461 5.455594 1.415714 0.005565 0.6281 0.6492 0.3850 4.848286 4.362335
2459585 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 34.861840 34.410103 23.851727 21.062088 7.432648 7.326266 -1.605223 5.765330 0.6855 0.7105 0.3157 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.875025 15.759129 40.816934 27.858156 10.370141 8.847208 21.190556 20.837446 0.5842 0.6113 0.4019 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.739530 2.850085 11.752246 7.864078 11.256119 7.558746 -0.592757 -0.020600 0.6181 0.6413 0.4267 -0.000000 -0.000000
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.312435 2.762129 10.771727 7.862377 14.094705 10.898524 -0.670842 -0.548257 0.6289 0.6509 0.4175 6.120401 5.160487
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.407379 4.210803 11.181133 8.476526 11.068226 3.035781 0.125848 0.089327 0.6291 0.6504 0.4179 3.830383 3.419963
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.824092 2.722392 12.291178 8.262144 12.129213 8.524386 -0.439372 0.516794 0.6333 0.6560 0.4140 6.897933 5.734003
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.713324 2.436136 14.140720 9.243090 13.426892 7.284860 -1.683428 3.124219 0.6283 0.6509 0.4191 10.487966 8.591527
2459578 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.754324 4.057116 31.244177 29.807508 8.271887 20.659058 6.131293 13.717098 0.7477 0.7830 0.4113 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.041966 4.140718 10.573406 7.949011 12.118289 6.220137 -0.929237 0.341641 0.6295 0.6518 0.4149 5.574012 4.985034
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.436497 3.251695 7.948069 5.917163 11.069843 9.089620 -0.500646 -0.793155 0.6451 0.6668 0.4247 4.474538 3.925944
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.345155 2.794763 8.477352 6.205157 9.593402 7.441908 6.082505 4.189787 0.7054 0.7243 0.3734 3.188954 2.844540
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.195242 3.754919 15.133093 11.565485 13.615954 10.924325 -0.471332 -0.565073 0.6497 0.6697 0.4195 -0.000000 -0.000000
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.882036 3.219452 7.953225 5.936707 9.385531 7.126627 -2.158991 -1.896466 0.6528 0.6739 0.4156 6.111446 5.108125
2459571 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.044510 3.747421 32.217976 31.046541 31.741168 49.211536 4.235902 11.852647 0.6863 0.7201 0.3919 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 806.977816 446.027117 inf inf -17940.016945 -9110.039074 -2437.569322 -1297.163151 nan nan nan 0.000000 0.000000
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.568324 3.307842 10.831250 8.256110 11.110703 8.607704 0.281117 0.507839 0.6505 0.6719 0.4268 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.751415 0.751415 0.674491 0.674491 0.881824 0.881824 0.311291 0.311291 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 2.673108 0.426898 2.523143 -0.113240 -0.182441 -1.787120 -0.421890 -0.258415 0.6585 0.6766 0.4248 1.838975 1.618543
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.297140 3.582965 22.959601 17.509670 11.930142 8.832128 1.312920 1.585653 0.6574 0.6769 0.4193 12.034356 10.944508
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 1.530109 -0.309845 0.794933 -0.549310 -0.538428 -2.312174 -0.267551 -0.332619 0.6604 0.6828 0.4176 1.933403 1.716533
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 1.08% 1.564069 0.082970 0.931843 -0.235755 -0.247388 -1.416301 -0.421862 -0.490475 0.6618 0.6815 0.4277 1.832548 1.619188
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 1.08% 2.238700 0.540532 1.505779 0.259782 -0.024509 -0.895083 -0.741673 -0.707294 0.6609 0.6838 0.4144 1.949509 1.681098
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.256395 3.776707 12.409082 8.999920 12.562974 8.336820 -1.223458 0.256947 0.6674 0.6824 0.4193 8.233819 7.291750
2459557 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7997 0.8201 0.3126 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6642 0.6848 0.4255 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6629 0.6826 0.4240 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.871526 4.833848 16.898584 13.383240 17.857416 14.328946 1.150143 1.209752 0.6623 0.6823 0.4262 6.646798 6.595797
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.783911 0.122921 1.330575 -0.176266 -0.230309 -2.392297 -1.194308 -0.725648 0.6591 0.6844 0.4214 1.914571 1.662003
2459550 digital_ok - 28.01% 28.01% 0.00% - - nan nan nan nan nan nan nan nan 0.5191 0.5434 0.2700 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.092653 3.461148 12.536983 9.476043 12.528364 9.246225 0.076458 0.981694 0.6585 0.6835 0.4303 3.882672 3.467219
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.915310 3.983998 24.861907 19.602461 0.396094 0.597627 -0.816233 -1.417510 0.7307 0.7430 0.3714 8.874498 7.846259
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.150366 6.003961 20.632359 16.144825 18.751853 15.911191 -2.795622 -1.854468 0.6759 0.6962 0.4538 0.000000 0.000000
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 98.66% 1.34% 2.238114 0.629775 2.157856 0.410406 1.371657 -1.910757 0.022507 0.698412 0.7555 0.7531 0.3897 0.981045 0.986500
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 97.77% 2.23% 1.728787 0.126386 1.247019 -0.479147 -0.532003 -2.394984 -1.184236 0.513537 0.7463 0.7426 0.3818 0.000000 0.000000
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.825410 3.433577 12.918367 8.547203 10.509189 6.708729 -1.790448 2.482852 0.6598 0.6876 0.4497 -0.000000 -0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.090089 3.977313 16.979096 11.009036 13.427548 8.708716 -1.973479 0.881132 0.6733 0.6968 0.4362 12.749201 9.382549
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 98.82% 1.18% 1.658241 0.171527 1.126903 -0.232486 -0.219153 -2.050765 -1.076349 0.025689 0.6881 0.7096 0.4318 0.876246 0.874371
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.823295 5.043521 30.633161 29.620273 7.240279 28.096801 4.260160 11.045558 0.8511 0.9015 0.2787 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.138830 1.076211 6.306164 5.470982 5.640692 3.546513 5.962512 6.210354 0.9016 0.9578 0.1953 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.943487 3.421483 8.646128 6.657138 0.816447 1.261017 -0.663260 2.454639 0.8846 0.8578 0.2048 18.071301 15.345374
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.154524 4.376616 8.811385 7.045140 14.674489 10.961337 0.031011 3.267607 0.0841 0.0522 0.0107 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 170: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 2.125253 2.125253 1.479477 0.978507 0.691952 0.018025 -0.974979 -2.061312 -2.094310

Antenna 170: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 19.002990 7.894258 9.813615 6.136183 7.120849 15.327270 19.002990 -3.330627 -3.253614

Antenna 170: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 27.706286 8.917269 5.904680 7.843514 7.396436 27.706286 22.354325 -5.850481 -6.361437

Antenna 170: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 14.334173 4.711100 6.755453 9.151814 11.994085 9.537640 14.334173 -3.464171 -4.017213

Antenna 170: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 3.183558 3.114200 1.422996 3.183558 1.544169 2.526933 0.848331 -2.506157 -2.359802

Antenna 170: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 3.065051 1.089983 2.868808 1.432835 3.065051 0.674226 2.358009 -1.508923 -2.312922

Antenna 170: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 9.870564 4.287033 6.606163 6.282834 9.016765 6.074191 9.870564 -2.023642 -2.737763

Antenna 170: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 12.583027 4.748612 7.567490 8.314535 11.629333 8.289910 12.583027 -1.724227 -1.655590

Antenna 170: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 12.659009 7.915520 5.169614 12.659009 9.288241 12.478762 7.323153 -2.735114 -2.468199

Antenna 170: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 3.770789 3.770789 1.745169 3.382623 1.769801 2.722607 1.203136 -2.556918 -2.036552

Antenna 170: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 3.264279 1.445181 3.264279 1.433157 2.841894 0.713813 2.363845 -1.596803 -2.149240

Antenna 170: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 15.319749 5.962984 9.223438 11.201675 15.319749 7.544866 13.844572 -3.115506 -4.090824

Antenna 170: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 9.701237 4.585520 7.256874 7.231246 9.701237 5.607174 9.281991 -2.902987 -3.823052

Antenna 170: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 25.733496 8.066132 5.207964 12.629435 9.062711 25.733496 13.750738 -5.846296 -4.170765

Antenna 170: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 1.902607 1.902607 0.438233 1.474814 0.217345 1.120947 -0.098369 -1.731432 -1.263723

Antenna 170: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 5.688945 4.866117 2.220873 5.688945 3.340927 4.556662 1.597168 -2.481416 -1.520512

Antenna 170: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 4.756043 1.631290 3.045601 3.094558 4.756043 2.154146 4.168895 -1.325280 -2.053549

Antenna 170: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 6.265145 4.988124 2.323404 4.462250 2.615300 6.265145 3.143900 -0.311851 -0.877321

Antenna 170: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 5.386604 3.934114 1.547878 3.958467 2.154695 5.386604 2.007533 -2.042768 -0.806451

Antenna 170: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 5.458619 2.076840 5.458619 2.881567 5.028888 2.068890 5.338070 -1.839908 -2.612064

Antenna 170: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 18.433649 7.707472 4.290192 14.820424 10.885550 18.433649 7.728460 -0.809232 -0.129680

Antenna 170: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 18.489078 8.657105 5.147799 13.536606 9.796709 18.489078 12.384616 -0.970480 -0.362838

Antenna 170: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 5.199561 5.199561 2.003089 4.630290 2.581663 4.289317 1.463785 -2.900634 -1.870764

Antenna 170: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 7.661878 5.554322 2.249910 7.661878 5.058887 6.988533 3.403835 -1.920575 -1.806382

Antenna 170: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 33.471305 21.960104 22.222865 33.471305 32.431011 15.026370 16.624972 4.343059 9.223517

Antenna 170: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 Not Found ee Power 48.404721 40.661855 41.293869 48.126571 48.404721 10.274216 6.647718 -0.422762 -2.147188

Antenna 170: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 4.765708 1.932108 4.765708 1.934018 3.830317 1.654319 3.646438 -1.349867 -2.684204

Antenna 170: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 34.534966 23.549461 24.573417 34.534966 33.370091 4.821457 5.818933 16.769556 31.641247

Antenna 170: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 21.689542 7.913640 4.526074 21.689542 15.673352 18.180316 12.277817 -3.306108 -0.531725

Antenna 170: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 47.678131 25.673673 26.057194 47.678131 46.351135 14.835565 15.845342 -3.539678 1.063477

Antenna 170: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 61.693552 49.747414 49.903270 60.090713 61.693552 33.207849 28.248428 7.610808 0.079520

Antenna 170: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 65.025703 28.621684 29.685082 65.025703 62.336802 19.431784 21.637120 2.148198 12.570610

Antenna 170: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 20.051653 7.660762 3.516094 20.051653 13.876717 15.909406 9.290583 -4.048771 -2.991025

Antenna 170: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 5.634318 1.838641 4.320844 3.454581 5.634318 2.938026 5.175233 -1.650815 -1.859276

Antenna 170: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 33.830577 24.290921 23.562108 32.517584 33.830577 20.693098 14.805891 -1.429566 -3.896994

Antenna 170: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 34.314030 21.712940 21.282428 33.160851 34.314030 7.818190 5.371104 -3.571871 -4.843128

Antenna 170: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 37.091775 28.228211 27.514769 35.536461 37.091775 12.724104 8.225904 -1.220187 -0.871379

Antenna 170: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 22.720766 3.497579 7.961361 10.150854 15.269094 15.395719 22.720766 -1.957402 -2.066352

Antenna 170: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 34.366226 21.219356 21.741493 34.366226 33.245417 8.166911 12.162840 3.553533 2.404762

Antenna 170: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 35.710436 19.722717 19.326386 34.334813 35.710436 25.241186 15.575435 1.177705 -0.834064

Antenna 170: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 26.632367 14.755954 14.469089 25.627507 26.597100 26.632367 15.857793 -1.346051 -3.648985

Antenna 170: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 32.340105 21.176249 20.729331 31.255062 32.340105 17.065689 13.842482 -0.800050 -6.304985

Antenna 170: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 35.647628 17.073642 17.041782 28.965234 29.820108 35.647628 25.969548 -1.902304 -3.164630

Antenna 170: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 15.620697 9.534306 5.730222 15.620697 11.597104 14.801969 9.905194 -3.569672 -3.094574

Antenna 170: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 52.927284 14.860427 15.110756 31.609105 30.399801 31.579213 52.927284 -0.254489 3.011919

Antenna 170: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 59.086941 16.916318 16.428319 26.132907 27.316986 59.086941 34.343962 2.667064 -1.486164

Antenna 170: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 36.076874 18.703539 19.441335 36.076874 33.990871 16.733770 27.756382 1.248142 16.538446

Antenna 170: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 27.911152 18.378174 19.045730 27.911152 26.648069 13.503720 25.908494 -1.957618 3.476835

Antenna 170: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 39.209861 16.610218 17.126565 27.480550 26.230488 22.073758 39.209861 -1.592379 5.241285

Antenna 170: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 17.895929 7.829942 4.356758 16.399322 11.511763 17.895929 11.411941 -3.593376 -2.249538

Antenna 170: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 32.706326 21.967661 21.156668 31.210419 32.706326 23.409437 15.004830 6.616689 6.026658

Antenna 170: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 16.397253 5.492453 8.071055 12.041942 16.397253 10.394693 14.524042 -0.808370 -0.687031

Antenna 170: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 17.043470 5.322780 5.404056 16.270615 17.043470 1.544064 0.494500 2.821944 -0.000418

Antenna 170: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 23.731670 5.307452 5.285233 20.170810 20.954607 23.731670 11.759541 8.642974 1.840033

Antenna 170: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Shape 1.215279 1.070853 1.215279 -0.565359 -0.400899 -0.846973 -0.434733 -2.242935 -2.804258

Antenna 170: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Variability 24.303214 4.347841 4.482894 17.738731 18.045627 24.303214 16.924943 -0.953256 -2.283112

Antenna 170: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 42.895486 18.699056 18.007325 40.814990 42.895486 17.264044 8.100637 17.209938 4.793968

Antenna 170: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 54.490003 16.576888 15.767370 51.417834 54.490003 8.250393 1.531891 -4.575288 -8.234452

Antenna 170: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 15.952709 3.967256 1.795046 15.952709 10.526185 4.508671 3.945401 -3.985674 1.488579

Antenna 170: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Power 7.853506 1.891537 4.032938 5.111914 7.853506 3.635152 4.345653 -1.817717 -2.216895

Antenna 170: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Discontinuties 16215.789562 5257.334802 5257.334802 4907.870816 4907.870816 3320.613844 3320.613844 16215.789562 16215.789562

Antenna 170: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok nn Temporal Discontinuties 3679.198793 1007.303184 1007.303184 904.289349 904.289349 922.067664 922.067664 3679.198793 3679.198793

Antenna 170: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Discontinuties 2392.411631 749.362140 749.362140 727.851561 727.851561 722.195645 722.195645 2392.411631 2392.411631

Antenna 170: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 N15 digital_ok ee Temporal Variability 12.925174 4.598842 8.136144 7.487507 10.735029 8.463821 12.925174 -1.192994 -2.237165

Antenna 170: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Discontinuties 16.969504 4.584112 1.466264 16.318118 11.246586 14.542955 7.423054 16.969504 11.692618

Antenna 170: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 8.097020 3.694508 1.918126 8.097020 5.340384 4.383803 3.060834 6.487877 5.798834

Antenna 170: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 17.247094 4.760163 2.123818 17.247094 11.245736 5.258814 2.019694 -4.419598 6.475710

Antenna 170: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 18.503796 6.155401 2.719858 18.503796 12.426537 9.043294 4.460922 -5.803813 -0.953754

Antenna 170: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 14.191626 4.778129 2.849284 11.306221 7.787395 14.191626 11.669252 -3.520300 -0.261398

Antenna 170: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 170: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 14.915675 3.313748 4.758845 10.598075 14.915675 -0.144663 -3.621607 -6.963108 -10.722915

Antenna 170: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 11.311531 2.640959 5.052879 7.993824 11.311531 3.258515 6.444313 -0.876053 -1.153095

Antenna 170: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 10.508905 3.090340 6.087956 7.442016 10.508905 3.386954 6.667804 -0.720246 -0.602652

Antenna 170: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 14.391616 6.089184 3.210377 14.391616 9.924246 4.158524 1.946609 -0.905360 0.377334

Antenna 170: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 16.020405 3.000845 6.008691 10.686704 16.020405 6.888285 9.109449 -1.583838 -2.039015

Antenna 170: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 14.105318 5.737964 2.895208 13.531726 9.303690 14.105318 9.642481 -1.060788 -0.581547

Antenna 170: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 14.786855 3.408399 6.421914 10.106346 14.786855 5.857369 9.243489 -1.679760 -1.919384

Antenna 170: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 19.944456 8.506235 4.666590 14.771814 10.144735 19.944456 14.405625 -1.125461 -0.659415

Antenna 170: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 14.946260 2.885071 5.485355 10.008532 14.946260 3.748559 6.335574 -1.038024 -0.926073

Antenna 170: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 20.754795 5.039904 7.967852 9.283516 13.127406 15.975826 20.754795 -2.511709 -3.212861

Antenna 170: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 170: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 71.830420 21.686679 20.496844 68.262555 71.830420 12.935142 9.013571 11.145615 3.897953

Antenna 170: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 15.119954 7.040662 3.563579 15.119954 10.534391 9.438570 7.807302 -4.989391 -3.142442

Antenna 170: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok nn Temporal Variability 10.113524 1.255171 1.204030 1.441237 -0.730739 6.546552 10.113524 2.971010 1.050832

Antenna 170: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 36.320066 4.976512 9.141005 16.718095 24.252655 25.681091 36.320066 -1.364169 -1.919539

Antenna 170: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 21.831502 6.407349 3.501580 18.632134 12.710437 21.831502 15.616475 2.107693 0.089064

Antenna 170: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 21.662510 3.902108 7.133568 10.283442 14.924652 15.530970 21.662510 -2.976154 -3.893185

Antenna 170: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 14.241922 3.392738 6.139808 8.272029 11.755314 10.648860 14.241922 -3.243958 -4.744278

Antenna 170: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 19.320115 4.557880 7.284896 12.222399 17.468367 14.124213 19.320115 3.061250 8.968434

Antenna 170: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 18.737890 4.499928 7.703270 9.099794 13.241143 13.914927 18.737890 -3.183537 -4.085877

Antenna 170: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Power 68.746394 25.733973 26.781593 68.746394 65.190472 12.561523 16.170028 2.192040 6.261303

Antenna 170: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 18.672668 4.619780 8.062606 8.971666 12.671817 13.920382 18.672668 -0.887483 -0.390773

Antenna 170: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Temporal Variability 18.752188 8.510695 5.224359 16.481771 11.109247 18.752188 13.756366 -0.470814 -1.534726

Antenna 170: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
170 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 170: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
170 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan